developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_60936_v4
model_name: chaiml-mn24b-v2preferwi_60936_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:41:51+00:00
num_battles: 5915
num_wins: 2964
celo_rating: 1262.49
family_friendly_score: 0.5494
family_friendly_standard_error: 0.007036471274722863
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune5
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5443881917222073, 'latency_mean': 1.8368196058273316, 'latency_p50': 1.8331549167633057, 'latency_p90': 2.0309186697006227}, {'batch_size': 3, 'throughput': 1.1101674886147759, 'latency_mean': 2.6923346483707427, 'latency_p50': 2.6752665042877197, 'latency_p90': 2.969185137748718}, {'batch_size': 5, 'throughput': 1.4275971828333316, 'latency_mean': 3.4677634906768797, 'latency_p50': 3.4411580562591553, 'latency_p90': 3.947103118896484}, {'batch_size': 6, 'throughput': 1.5216114640535534, 'latency_mean': 3.901288546323776, 'latency_p50': 3.8887523412704468, 'latency_p90': 4.373587656021118}, {'batch_size': 8, 'throughput': 1.6689698459082074, 'latency_mean': 4.757160617113113, 'latency_p50': 4.803913950920105, 'latency_p90': 5.3606278657913204}, {'batch_size': 10, 'throughput': 1.7438518812881334, 'latency_mean': 5.681681025028229, 'latency_p50': 5.742976784706116, 'latency_p90': 6.394583678245544}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_60936_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-23
win_ratio: 0.5010989010989011
generation_params: {'temperature': 0.75, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwi-60936-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-60936-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: Downloaded to shared memory in 52.994s
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpn_sncjy6, device:0
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: quantized model in 285.827s
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune5 in 338.821s
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v4/nvidia
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-60936-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-60936-v4-mkmlizer completed after 431.02s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-60936-v4-mkmlizer
Pipeline stage MKMLizer completed in 432.04s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.45s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-60936-v4
Waiting for inference service chaiml-mn24b-v2preferwi-60936-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-60936-v4 ready after 60.264471769332886s
Pipeline stage MKMLDeployer completed in 60.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.383903741836548s
Received healthy response to inference request in 2.096618175506592s
Received healthy response to inference request in 1.6689770221710205s
Received healthy response to inference request in 1.8159973621368408s
Received healthy response to inference request in 1.959270715713501s
5 requests
0 failed requests
5th percentile: 1.6983810901641845
10th percentile: 1.7277851581573487
20th percentile: 1.7865932941436768
30th percentile: 1.844652032852173
40th percentile: 1.901961374282837
50th percentile: 1.959270715713501
60th percentile: 2.0142096996307375
70th percentile: 2.0691486835479735
80th percentile: 2.154075288772583
90th percentile: 2.2689895153045656
95th percentile: 2.3264466285705567
99th percentile: 2.3724123191833497
mean time: 1.9849534034729004
Pipeline stage StressChecker completed in 11.29s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.63s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_60936_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2804.57s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_60936_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_60936_v4 status is now torndown due to DeploymentManager action